Abstract: Systems and techniques for a transfer model learning for relevance models are described herein. In an example, a system for member relevance prediction is adapted to collect a first data set of member interactions with the online service that occur on a first platform and train a first model using the first data set. The system for member relevance prediction may collect a second data set of member interactions with the online service that occur on a second platform. The system for member relevance prediction may predict a third data set related to member interactions using the first model and aggregate the first data set, the second data set, and the third data set. The system for member relevance prediction may train a second model for the second platform using the aggregated platform data and predict for the second platform, using the second model, online service items for the member.

Abstract: Systems and techniques for a transfer model learning for relevance models are described herein. In an example, a system for member relevance prediction is adapted to collect a first data set of member interactions with the online service that occur on a first platform and train a first model using the first data set. The system for member relevance prediction may collect a second data set of member interactions with the online service that occur on a second platform. The system for member relevance prediction may predict a third data set related to member interactions using the first model and aggregate the first data set, the second data set, and the third data set. The system for member relevance prediction may train a second model for the second platform using the aggregated platform data and predict for the second platform, using the second model, online service items for the member.

Abstract: Access to an access point is restricted to a plurality of client devices having wireless connections with the access point. The wireless connections conform to a wireless networking protocol. A first data transmission rate is the lowest data transmission rate defined by the wireless networking protocol. It is determined that a second data transmission rate is used between a first client device of the plurality of client devices and the access point. The second data transmission rate is the lowest data transmission rate used by the plurality of client devices. The second data transmission rate is greater than the first data transmission rate. Responsive to said determining that the second data transmission rate is the lowest data transmission rate used by the plurality of client devices, a beacon frame data transmission rate is set to the second data transmission rate.

Abstract: Access to an access point is restricted to a plurality of client devices having wireless connections with the access point. The wireless connections conform to a wireless networking protocol. A first data transmission rate is the lowest data transmission rate defined by the wireless networking protocol. It is determined that a second data transmission rate is used between a first client device of the plurality of client devices and the access point. The second data transmission rate is the lowest data transmission rate used by the plurality of client devices. The second data transmission rate is greater than the first data transmission rate. Responsive to said determining that the second data transmission rate is the lowest data transmission rate used by the plurality of client devices, a beacon frame data transmission rate is set to the second data transmission rate.